Real ChatGPT answer · index seed659v4J0CBm0completeBeauty and personal care · clean beautybrand

What is the actual shelf life of Tower 28 mascara once opened since clean beauty formulas without parabens seem to dry out and smell weird way faster than drugstore brands

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the actual shelf life of Tower 28 mascara once opened since clean beauty formulas without parabens seem to dry out and smell weird way faster than drugstore brands
2 real searches · 1 real-search pass
Tower 28 MakeWaves Mascara official shelf life after opening PAO 6 months ingredients preservativesGoogle ↗
OBSERVEDOther / navigational
Tower 28 MakeWaves mascara FAQ expiration after opening smell dry outGoogle ↗
OBSERVEDConsequence

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

ChatGPT real searches (2)
Short factOther / navigational50%ComparisonConsequence50%ReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
Tower 28 MakeWaves Mascara official shelf life after opening PAO 6 months ingredients preservatives Google ↗
Tower 28 MakeWaves mascara FAQ expiration after opening smell dry out Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Tower 28 MakeWaves Mascara official shelf life after opening PAO 6 months ingredients preservatives
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Tower 28 MakeWaves mascara FAQ expiration after opening smell dry out
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1